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Agent Frameworks

Institutional Investor Board and Trustee Datasets — Pension, Endowment, SWF (2026)

Understanding the target universe before sourcing data is prerequisite.

Use case: B2B sales intelligence — identifying, profiling, and tracking the specific humans who sit on investment committees, serve as named trustees, or hold CIO authority at pension funds, endowments, sovereign wealth funds, foundations, and investment consultant firms. This is distinct from tracking asset manager holdings; the goal here is reaching the buy-side decision-maker before a manager search opens.


Understanding the target universe before sourcing data is prerequisite. The decision-making layer at institutional investors is not monolithic — governance structure, fiduciary designation, and contact-worthiness differ sharply by fund type.

1.1 Public Pension Fund Trustees

Public pension boards are statutory bodies created by state or municipal law. Trustees are typically a mix of:

  • Ex officio members — state treasurer, controller, superintendent of education, governor appointee; these are public record by statute
  • Elected member representatives — active and retired employee members who elect board seats
  • Independent/outside trustees — gubernatorially appointed, often finance or investment professionals

All board members of public pensions must be disclosed in board meeting minutes, which are public records. Most large funds publish rosters directly:

Staff contacts — CIO, deputy CIO, portfolio managers — are a separate layer. Most large public pensions publish full investment staff directories or org charts in their annual investment reports (AIRs), which are public documents. CalPERS and CalSTRS post AIRs annually with named portfolio managers by asset class.

1.2 Corporate Pension Plan Fiduciaries (ERISA)

Corporate defined benefit and defined contribution plans are governed under ERISA. The plan administrator and named fiduciary must be disclosed on Form 5500. The relevant individuals are:

  • Named fiduciary — often a committee name (e.g., “Acme Corp 401(k) Investment Committee”) rather than an individual; ERISA permits this
  • Plan administrator — line 3 of Form 5500; usually the sponsoring company or a named officer
  • Trustees — on Schedule D of large plans if assets are held in trust; individual names are sometimes listed, sometimes institutional

Key limitation: Form 5500 captures legal fiduciary designation, not actual investment decision authority. The investment committee at a Fortune 500 company that controls $10B in pension assets may not appear by name on the 5500 — only the plan administrator entity does. Reaching those individuals requires either internal CRM data, LinkedIn, or commercial providers that maintain investment committee rosters for corporate plans (Backstop, DealCloud, Dakota).

1.3 Endowment CIOs and Investment Committee Members

University endowments, hospital systems, and cultural institutions are 501©(3) organizations. Form 990 is the disclosure vehicle. Key fields:

  • Part VII, Section A — compensation of officers, directors, trustees, and key employees; CIO typically appears here if compensated >$100K
  • Part VI, Section A — governance structure; number of voting members on governing body
  • Schedule J — supplemental compensation information for highest-paid employees

Investment committee members who are volunteers (e.g., university trustees serving on the investment committee) do not receive compensation and thus do not appear on 990 compensation tables. They appear only in the narrative governance sections or board member lists that some organizations disclose voluntarily.

Large endowments with dedicated investment offices (Yale, Harvard, MIT, Stanford, Princeton, Columbia, Duke, Penn, Northwestern, Michigan) publish annual reports with named CIO and often senior staff. Mid-tier endowments ($500M–$3B) increasingly post investment committee member names on their websites in response to governance transparency expectations.

1.4 Sovereign Wealth Fund Boards

SWF governance varies by enabling legislation and national governance norms. Nordic and Australasian funds (Norges Bank Investment Management/GPFG, NZ Super, Future Fund Australia, AP funds) publish annual reports with full board and senior staff rosters. GCC and Asian SWFs (GIC, Temasek, ADIA, Mubadala, KIA, QIA, PIF) disclose board composition at varying levels — some publish full governance reports, others list only a chairman.

International Forum of Sovereign Wealth Funds (IFSWF, ifswf.org) maintains member profiles for approximately 40 SWFs that have adopted the Santiago Principles. Their member directory includes governance contact information at the institutional level.

Global SWF (globalswf.com) is a commercial platform tracking 400+ SWFs and public pension funds with personnel data on top-100 portfolios.

1.5 Family Office Investment Committees

Single-family offices (SFOs) controlling >$1B AUM are partially visible through:

  • SEC Form ADV (if registered as investment adviser)
  • Form 13F (if managing >$100M in 13(f) securities)
  • Forbes/Bloomberg family wealth lists for anchor principals

Multi-family offices (MFOs) are typically registered investment advisers; Form ADV Part 1 Section 7 and Schedule D identify control persons and management.

Family office investment committee composition is the hardest data to source reliably. Dakota and iConnections have the deepest verified contact lists for family offices due to their event-based and relationship-mapped data collection methods.

1.6 Investment Consultant Firm Personnel

Investment consultants function as gatekeepers — a $5B pension that relies on a consultant for manager selection means the consultant principal may be more important to reach than the trustee. Key firms and their scale (2024 P&I data):

Firm AUA (approx.) Structure
Mercer $16.2T Public company (MMC subsidiary)
Willis Towers Watson (WTW) $4.6T Public company
Aon $4.4T Public company
Callan $4.7T Employee-owned
NEPC $1.5T Employee-owned partnership
RVK $3.4T Employee-owned
Verus $758B Employee-owned
Cambridge Associates N/A disclosed Private
Wilshire N/A disclosed Private
Meketa N/A disclosed Employee-owned

Personnel data for public-company consultants (Mercer, Aon, WTW) appears in SEC filings when material. For the employee-owned firms, Form ADV Part 2B (brochure supplements) lists supervised persons by name with qualifications — this is a rich, free data source.


2. Free and Open Government Data Sources

2.1 DOL Form 5500 — EFAST2

What it covers: All ERISA-covered employee benefit plans with 100+ participants must file Form 5500 annually. Plans with fewer than 100 participants file Form 5500-SF. Plans with fewer than 25 participants that meet eligibility requirements file Form 5500-EZ.

Access:

Relevant fields for contact identification:

Form 5500 (main form):

  • Line 2a: Name of plan
  • Line 2b: Plan number (EIN + plan number creates unique identifier)
  • Line 3: Plan administrator name, EIN, phone, address
  • Line 4: Name of employer/plan sponsor
  • Line 5: If plan administrator is not same as sponsor: name and address of administrator
  • Lines 6–7: Plan characteristics (DB vs DC, covered participants)

Schedule C (Service Provider Information):

  • Lists all service providers receiving >$5,000 in compensation — trustees, investment managers, actuaries, auditors
  • Field: “Service codes” identify functional role; code 23 = investment advisory/management; code 28 = trustee

Schedule D (DFE/Participating Plan Information):

  • Names of trustees for collectively bargained plans

Key limitation: Schedule C names service providers as entities, not individuals. “State Street Bank and Trust” appears as trustee, not a named person. For individually-named trustees on smaller plans and multi-employer (Taft-Hartley) plans, look at the Schedule G attachments and Form 5500-SF versions where individual trustees are sometimes listed by name.

Taft-Hartley plans (jointly-managed union-employer plans) are the richest source of individually named trustees on Form 5500. These plans legally require named joint trustees — half employer-appointed, half union-appointed — and those names appear on the Schedule R and Schedule C filings.

Refresh cadence: Plan year filings are due 7 months after plan year end (October 15 for calendar-year plans); extensions permitted to January 15. DOL publishes annual bulk datasets roughly April–June of the following year. So 2024 plan year data is available mid-2025. There is roughly an 18-month lag between a trustee change and that change appearing in a downloadable bulk file.

API access: The EFAST2 public REST API allows full-text search against filed documents. Endpoint: https://efts.dol.gov/EFTS-Public/search?q=<query>&dateRangeStart=<date>&dateRangeEnd=<date>. No authentication required. Rate limits apply (~10 requests/second). Returns JSON with filing metadata including plan name, EIN, plan number, and links to XML filing.

Cost: Free. No registration required.

2.2 SEC EDGAR — Form ADV

What it covers: All SEC-registered investment advisers (RIAs) managing >$110M AUM. Also state-registered advisers managing $25M–$110M (filed with states, aggregated in IARD). Total universe: ~15,000 SEC-registered advisers.

Relevant for: Investment consultant firms, multi-family offices, outsourced CIO (OCIO) providers, endowment investment offices that are structured as registered advisers (uncommon but exists for some).

Key sections for personnel identification:

Form ADV Part 1A:

  • Item 1: Identifying information — legal name, CRD number, SEC file number
  • Item 5: Information about your advisory business — employee headcount, AUM
  • Item 7: Financial Industry Affiliations — persons controlling 25%+ of the adviser
  • Item 10: Control persons

Form ADV Part 1A Schedule D:

  • Section 7.A: Direct owners and executive officers — names, titles, percentage ownership, CRD numbers for registered individuals
  • Section 7.B(1): Indirect owners

Form ADV Part 2B (Brochure Supplements):

  • Individual-level filing for each supervised person giving investment advice
  • Contains: name, educational background, professional designations, employment history for prior 5 years, disciplinary history
  • This is the richest free source of named investment professionals at advisory firms

API endpoints:

SEC EDGAR full-text search API:

https://efts.sec.gov/LATEST/search-index?q="investment+committee"&dateRange=custom&startdt=2024-01-01&enddt=2026-06-01&forms=ADV

EDGAR company search (by CRD or firm name):

https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&company=<name>&type=ADV&dateb=&owner=include&count=40

Third-party sec-api.io provides structured access with JSON output:

  • Schedule D 7.A endpoint: https://api.sec-api.io/form-adv/schedule-d-7-a/<crd>
  • Individual adviser search: https://api.sec-api.io/form-adv?token=<key>&query.query_string.query=<term>
  • Pricing: $49/month (starter), $149/month (professional), enterprise by quote

IARD/FINRA BrokerCheck for individual CRD lookups: https://brokercheck.finra.org/ — free, no API but screen-scrapable.

Refresh cadence: RIAs amend Form ADV within 90 days of fiscal year end (annual update) and promptly for material changes (e.g., personnel changes affecting control). In practice, executive officer changes appear within 30–60 days of change. This is among the freshest free government data for tracking personnel changes at advisory firms.

2.3 SEC EDGAR — Form 13F

What it covers: Institutional investment managers exercising investment discretion over $100M+ in Section 13(f) securities must file quarterly (within 45 days of quarter end). ~5,500 filers.

Relevant for: Identifying which institutions manage their own assets (rather than outsourcing) — these are the institutions with internal investment staffs worth targeting. A pension fund that files 13F has an internal team making equity allocation decisions.

Limitations for contact identification: Form 13F identifies the filing institution, not individual decision-makers. Use 13F to build the target institution list, then cross-reference with Form ADV (if the institution is a registered adviser), public pension staff rosters, or commercial databases for individual contacts.

API: SEC provides structured data at https://www.sec.gov/data-research/sec-markets-data/form-13f-data-sets — quarterly bulk downloads in TSV format. Third-party sec-api.io 13F endpoint: https://api.sec-api.io/form-13f?token=<key>.

Refresh cadence: Quarterly, with a 45-day lag. February (Q4 filings), May (Q1), August (Q2), November (Q3).

2.4 IRS Form 990 via ProPublica Nonprofit Explorer

What it covers: 501©(3) and 501©(6) organizations — universities, hospital systems, foundations, cultural institutions. Endowments are held by these entities.

API: ProPublica provides a free, undocumented-but-stable REST API:

  • Organization search: https://projects.propublica.org/nonprofits/api/v2/search.json?q=<name>&state[id]=<state>&ntee[id]=<ntee_code>
  • Organization filings: https://projects.propublica.org/nonprofits/api/v2/organizations/<EIN>.json
  • Individual 990 filing: returns links to IRS XML and PDF versions

IRS bulk data: The IRS provides annual XML extracts of e-filed 990s via AWS S3 at s3://irs-form-990/. Free, no authentication. Total dataset is ~1TB uncompressed. Fields relevant to contact identification:

  • ReturnHeader/Filer/BusinessNameLine1Txt — organization name
  • IRS990/OfficerDirectorTrusteeEmplGrp — array of officers/directors/trustees with PersonNm, TitleTxt, ReportableCompFromOrgAmt
  • IRS990/HighestCompensatedEmployeeGrp — key employees including CIO, investment staff
  • IRS990ScheduleB (not public — donor data is redacted)
  • IRS990ScheduleD — supplemental financial statements including endowment activity (Part V: Endowment Funds)

NTEE codes for targeting:

  • B40–B43: Higher education (universities with endowments)
  • E21–E22: Hospital systems
  • T20–T22: Private grantmaking foundations
  • T31: Community foundations
  • W20–W22: Government-affiliated foundations

Key limitation: 990 data lags by 12–18 months. A CIO hired in 2025 appears in the 2025 990, which is filed in 2026 and processed into the IRS bulk data in late 2026. Investment committee members who are volunteer board members and receive no compensation appear nowhere in the 990; they must be sourced from the organization’s website or commercial databases.

Cost: Free. No API key required for ProPublica. IRS S3 bucket requires an AWS account (data transfer costs may apply for bulk downloads).

2.5 Public Pension Board Rosters — Direct Scraping

Most state-chartered public pensions publish board member rosters and meeting minutes on their websites. These are public records under state sunshine laws. Major funds with consistently maintained public directories:

Fund AUM (approx.) Roster URL pattern
CalPERS $502B calpers.ca.gov/about/organization
CalSTRS $340B calstrs.com/board-of-directors
New York State Common $270B osc.state.ny.us/retire
Florida SBA $220B myfloridacffo.com/division-treasury/sba
Texas TRS $205B trs.texas.gov/trustees
Ohio STRS $90B strsoh.org/employer/board
TRSIL $68B trs.illinois.gov/about
LACERA $88B lacera.com/board
NYCERS $80B nycers.org
WSIB $195B sib.wa.gov/board

Board meeting minutes are published (usually as PDFs) and contain attendance records, proxy votes, and sometimes staff presentations naming senior investment staff. Scraping minutes for trustee name extraction is a viable enrichment strategy; tools like Apache Tika or pdfminer handle PDF text extraction.

FOIA/Public Records Requests: For funds that do not publish rosters proactively, a public records request under the relevant state records law (California CPRA, Florida Government-in-the-Sunshine, New York FOIL, etc.) will produce the roster within 10–30 business days. Most large pension funds have dedicated public records request processes.


3. Specialized Commercial Data Providers

3.1 Dakota Marketplace

URL: https://www.dakota.com/institutional-investor-database
Category: Purpose-built allocator sales intelligence

Dakota is the most purpose-built platform for exactly this use case — identifying and contacting institutional allocators for fundraising or sales. Founded in 2006, 20 years of institutional fundraising as a consulting practice before building the data product.

Database size (March 2026):

  • 233,763 total accounts
  • 749,569 verified contacts
  • 1,497 public pension funds
  • 78,461 corporate pension funds
  • 671 endowments
  • 804 foundations
  • 559 investment consultants
  • 112 sovereign wealth funds
  • 4,006 family offices
  • 17,648 RIAs

Key differentiators:

  • Daily updated (as opposed to annual or quarterly for most competitors)
  • Meeting history data — where allocators have met with managers, recorded from Dakota’s own fundraising consultant work
  • Investment preferences at the individual contact level (not just institutional level)
  • Personnel change alerts — notified when a CIO or key decision-maker changes roles
  • Salesforce and DealCloud native integrations

Pricing (2025–2026): $16,500/year for one user; $1,000/year per additional seat. Free trial available. No per-record charge. Pricing has been stable in this range since 2023 though individual quotes may vary by account size.

Coverage gaps:

  • Non-US institutions are thinner — the international database is a separate add-on product
  • Smaller public pensions (<$500M) have lower contact verification density
  • SWF contact data is limited relative to North American pensions and endowments

Best for: North American pension funds, endowments, foundations, and investment consultants. Primary workhorse for asset manager distribution teams.

3.2 iConnections

URL: https://iconnections.io
Category: Verified LP relationship network + database

iConnections began as the organizer of the iConnections Global Alts conference and evolved into a year-round platform. The key differentiator is identity verification — LPs must be credentialed to join, so the contact data represents confirmed, active allocators.

Platform structure:

  • Fund managers (GPs) pay for access
  • Allocators (LPs) access the platform free; this drives supply-side quality
  • Database searchable by investor type, investment strategy interest, fund size preference, minimum/maximum check size, geographic focus, and ~15 other parameters

Key features (2025–2026):

  • Pipelines product (launched November 2025): structured pipeline management for outreach, built directly into the platform — LP/GP relationship management without leaving the database
  • Meeting scheduling integrated with conference calendar
  • Activity signals — LP engagement with specific GPs on platform

Contacts: ~3,000–5,000 verified active institutional LP contacts (smaller than Dakota’s raw count but higher verification quality for alternatives-focused allocators specifically). Strong coverage of endowments, foundations, and family offices that are active in alternatives.

Pricing: Not publicly listed; quoted enterprise pricing. Based on market intelligence, GP membership runs $15,000–$50,000/year depending on firm size and seat count. Contact sales at iconnections.io.

Best for: Hedge fund, PE, and real assets managers seeking verified, actively-engaged LP contacts. The verification layer makes it the highest-quality database for alternatives specifically, at the cost of raw coverage breadth.

3.3 Preqin

URL: https://www.preqin.com
Category: Broad alternatives market intelligence; acquired by BlackRock in 2023

Preqin was built from the ground up around LP intelligence — its heritage is tracking who commits to what fund, when, at what size. This makes its LP contact data and allocation history coverage the most granular among the general-purpose platforms.

Relevant modules for institutional contact identification:

  • Investors module: LP profiles with contact details, mandate status, asset class allocation history, commitment pacing, preferences by fund size/geography/strategy
  • Fundraising module: tracks open mandates and recent commitments, useful for timing outreach
  • Service Providers module: covers investment consultants and placement agents

Contact data depth:

  • Named CIO and deputy CIO at most funds >$1B
  • Investment committee composition at some funds (less systematic)
  • Direct dial and email at senior staff level (quality varies — often LinkedIn-scraped)

Pricing (2026): $12,000–$81,000/year depending on modules and seat count. Single-user institutional investor module access starts around $15,000–$20,000/year. Enterprise multi-module pricing is negotiated.

Post-BlackRock acquisition considerations: BlackRock completed the Preqin acquisition in 2023. Some LPs have expressed data-neutrality concerns — whether LP contact and preference data shared with Preqin flows to BlackRock’s own distribution teams. This perception is worth tracking in sales conversations.

Best for: Understanding LP allocation history and mandate status; timing outreach to fundraising cycles. Weaker on real-time personnel change tracking compared to Dakota.

3.4 PitchBook

URL: https://pitchbook.com
Category: Broad private market intelligence (Morningstar subsidiary)

PitchBook was built around deal and company intelligence; its LP database was added as the platform expanded. It covers LPs less deeply than Preqin for allocation tracking but has broader company and fund database coverage.

Relevant for institutional contact identification:

  • LP profiles in the Investors module
  • Fund-of-funds and institutional LP contact data
  • CIO/investment staff names scraped from public sources and SEC filings

Pricing (2026): $20,000–$70,000/year depending on seat count and module depth. Standard single-user annual license approximately $28,000.

Best for: Firms that also need deal sourcing and PE/VC fund database access alongside LP targeting — the combined platform value justifies cost; standalone LP database is not a reason to choose PitchBook over Dakota or Preqin.

3.5 BoardEx (LSEG)

URL: https://boardex.com
Category: Executive relationship mapping and board intelligence

BoardEx tracks 1.7 million corporate executives and board members across 2.2 million organizations. Originally built for executive search and relationship mapping, it is useful for identifying institutional investor board members who also serve on corporate boards (common for SWF board members and pension trustees who come from corporate backgrounds).

Database composition:

  • Board member biographical data: age, gender, positions held (current and historical), education, compensation where disclosed, stock holdings
  • Relationship network mapping — shows shared board service, alumni networks, prior employment connections
  • Daily updates from public filings, company announcements, press releases, and editorial sources

Access: Available through WRDS (Wharton Research Data Services) for academic researchers (~$5,000–$15,000/year for institutional WRDS subscription). Commercial direct access through LSEG Workspace or standalone BoardEx subscription — pricing is enterprise-negotiated, typically $25,000–$100,000+/year depending on seat count and data scope.

Key limitation for this use case: BoardEx is strongest for corporate boards and executive teams. Pension fund trustees, especially public pension trustees elected by member vote, are less systematically tracked. Endowment investment committee members who are primarily academics or government officials appear less reliably than corporate executives.

Best for: Identifying institutional board members who have corporate board service histories — common for SWF and large pension trustees; relationship path-finding to reach a trustee through mutual corporate board connections.

3.6 eVestment (Nasdaq)

URL: https://www.nasdaq.com/solutions/evestment
Category: Institutional investment manager database + GP/LP intelligence

eVestment is a manager due-diligence platform — primarily used by consultants and institutional investors to evaluate manager performance. It is less a contact database and more a manager analysis tool.

Relevant for sales intelligence: eVestment tracks which institutional investors are conducting manager searches and accessing manager profiles. This creates an intent signal layer — you can see which LP is actively researching strategies before an RFP is issued. eVestment’s Private Markets module integrates with Preqin and PitchBook benchmark universes.

Contact data: eVestment does not systematically publish LP contact databases. The value is manager-search intent tracking, not cold-contact sourcing.

Pricing: Enterprise pricing, typically $20,000–$60,000/year for a GP looking to monitor and respond to LP manager search activity.

3.7 Backstop Solutions

URL: https://www.backstopsolutions.com
Category: Investment operations CRM with LP contact database

Backstop serves the operations layer of hedge funds, fund of funds, pensions, endowments, and family offices. Its data product — Backstop Data Solutions — aggregates LP contact data from its CRM user base, creating a network-effect database of verified institutional contacts.

The network-effect data model: Thousands of GP firms use Backstop CRM to manage their LP relationships. Aggregated and anonymized across the network, this produces a database of LP contacts that has been touched by real fundraising interactions — meaning higher accuracy than purely scraped or form-derived data.

Dakota + Backstop integration: Dakota Marketplace has a native integration with Backstop CRM, allowing allocator database enrichment to flow directly into the Backstop pipeline workflow.

Pricing: Backstop CRM pricing is enterprise-negotiated and based on firm size. Data solutions add-ons are typically $10,000–$30,000/year on top of the CRM contract. Not a standalone data purchase — requires being a Backstop CRM customer.

Best for: Firms already on Backstop CRM that want to enrich their LP contact records without switching platforms.

3.8 DealCloud (Intapp)

URL: https://www.intapp.com/dealcloud
Category: Deal and LP relationship CRM with integrated allocator database

DealCloud is the dominant CRM for mid-market and large PE and infrastructure managers. The Dakota + DealCloud integration is a primary distribution channel for Dakota Marketplace data.

Integrated data (via Dakota partnership):

  • 250,000+ LP accounts synced into DealCloud
  • 386,000+ verified contacts with CIO-level contact details
  • Real-time personnel alerts when key decision-makers change roles
  • 642,000+ private companies for deal sourcing

Pricing: DealCloud CRM pricing is enterprise-negotiated, typically $50,000–$200,000+/year for larger PE firms. The Dakota data integration is licensed separately.

3.9 Global SWF

URL: https://globalswf.com
Category: Dedicated sovereign wealth fund and public pension intelligence

Global SWF is the most specialized platform for SWF and large public pension fund intelligence. It tracks 400+ SWFs and public pension funds globally, with personnel data on the top-100 portfolios.

Data coverage:

  • Fund profiles: AUM, asset allocation, governance structure
  • Investment activity: direct investments, co-investments, fund commitments
  • Personnel: CIO names, board composition for funds that disclose publicly
  • News and transaction tracking

Pricing: Subscription-based; starter plans around $2,000–$5,000/year for basic access; premium institutional access with full data exports is higher. Contact globalswf.com for current pricing.

Best for: Managers targeting sovereign wealth funds and large public pensions globally, particularly non-US institutions where commercial LP databases have thinner coverage.

3.10 Sovereign Wealth Fund Institute (SWFI)

URL: https://www.swfinstitute.org
Category: SWF investor research and news platform

SWFI provides profiles of sovereign wealth funds, public pension funds, central banks, and related institutional investors. The platform includes contact data for top-tier funds, news tracking, and transaction intelligence.

Coverage: Broader geographic coverage of non-OECD SWFs than most LP databases. The SWFI database is particularly useful for Middle East and Asian SWF contacts where Preqin and Dakota coverage is sparse.

Pricing: Free tier for news; premium database access $299–$999/month depending on features.

3.11 Pensions & Investments (P&I) Research Center

URL: https://researchcenter.pionline.com
Category: Editorial database with fund rankings and consultant profiles

P&I publishes annual rankings of the largest US pension funds, money managers, and investment consultants. The Research Center provides structured data behind the rankings:

  • P&I 1000: largest US retirement funds by total assets, with CIO names
  • Top 200 Pension Fund lists by plan type (DB, DC, endowment)
  • Investment consultant profiles including firm personnel and client counts
  • Manager search and hire announcements

Data for contact identification:

  • Fund-level CIO names are editorial-sourced (direct outreach from P&I staff) — typically accurate
  • Investment committee member names are not systematically tracked
  • Searches and hires section tracks personnel movement in real time (e.g., new CIO appointments)

Pricing: P&I editorial subscription $150–$400/year; Research Center data access is negotiated separately (typically $5,000–$15,000/year for structured data exports).

Best for: US pension fund CIO names and consultant firm profiles. The searches-and-hires section is among the fastest-updating free sources for CIO job changes.

3.12 Institutional Investor Magazine and II Rankings

URL: https://www.institutionalinvestor.com
Category: Editorial and research-based rankings

Institutional Investor publishes the II 300 (largest US money managers) and related rankings. For the buy-side identification use case, the most relevant products are:

  • Allocator rankings — top endowments, foundations, and sovereign wealth funds ranked by AUM with CIO names
  • Voices of the LP surveys — named institutional investors sharing allocation views
  • Conference attendee networks — II conferences attract named LPs; attendee lists are available to sponsors

II’s data products are primarily editorial/relationship-sourced, not systematically structured for export. Pricing for digital subscriptions is approximately $200–$500/year; conference sponsorships that include attendee list access are $25,000–$100,000+.

3.13 PipelineRoad

URL: https://pipelineroad.com
Category: AI-driven LP targeting and database aggregator

PipelineRoad aggregates LP data across 30+ institutional data sources including public filings, allocation reports, commitment disclosures, and investment activity databases. It builds composite LP profiles that pull from Form 5500, 990, EDGAR ADV, Preqin, and other sources.

Database: LP Directory is partially accessible free at pipelineroad.com/directory. The paid platform adds mandate matching — algorithmically matches LP mandates to a GP’s specific fund thesis, reducing the cold-contact problem.

Pricing: Freemium model; paid tiers start around $3,000–$10,000/year. Newer entrant — data quality is improving but depth is below Preqin and Dakota as of 2026.


4. Free and Open-Source Enrichment Approaches

EDGAR’s full-text search API (https://efts.sec.gov/LATEST/search-index) allows searching the complete text of all filings. Practical applications:

  • Search for a specific CIO’s name across ADV filings to track career moves
  • Find all ADV filings that list a consultant firm as related person (identifies which pensions that consultant advises)
  • Monitor for “investment committee” composition disclosures in annual ADV updates

Python example using the edgartools library:

from edgar import Company, find
# Find all Form ADV amendments for a specific adviser
company = find("NEPC")
filings = company.get_filings(form="ADV")

4.2 OpenSecrets / FollowTheMoney for Public Pension Trustee Political Connections

Many public pension trustees are political appointees — state treasurer, comptroller, or gubernatorial appointments. OpenSecrets (opensecrets.org) and FollowTheMoney (followthemoney.org) track state and federal campaign finance, which surfaces:

  • Gubernatorial appointees who are also political donors
  • Trustees seeking elected office (relevant for California, New York, Illinois pensions with elected trustee seats)

This is enrichment data, not primary sourcing, but it creates conversation context when reaching politically-connected trustees.

4.3 Board Meeting Minutes PDF Mining

Public pension board meeting minutes are published as PDFs, typically within 30–60 days of the meeting. Systematic scraping and PDF extraction produces:

  • Trustee attendance records (confirms current board composition)
  • Named staff presenters (investment staff visibility)
  • Manager search updates (upcoming RFP signals)
  • Investment action items (recent allocation decisions)

Python stack for this pipeline:

import requests
from bs4 import BeautifulSoup
import pdfplumber  # superior to pdfminer for tabular extraction

# Example: CalPERS board meeting minutes
url = "https://www.calpers.ca.gov/board-agendas"
# Parse page for PDF links, download, extract text with pdfplumber

Key pension systems that publish consistently parseable minutes: CalPERS, CalSTRS, Florida SBA, Washington WSIB, Texas TRS, TRSIL.

4.4 IRS Form 990 XML Direct from AWS S3

The IRS releases annual Form 990 XML extracts to AWS S3 at s3://irs-form-990/. No authentication needed; AWS free tier covers moderate download volumes.

aws s3 ls s3://irs-form-990/ --no-sign-request
aws s3 cp s3://irs-form-990/index_2024.json . --no-sign-request

The index JSON maps EINs to filing keys, enabling bulk download of specific organization filings. For endowment contact extraction, filter by NTEE code B40–B43 (higher education) and T20–T22 (foundations), download the XML, and parse OfficerDirectorTrusteeEmplGrp records.

This approach can build a comprehensive endowment CIO database in a weekend of processing time. The output data is 12–18 months stale but is free and covers ~1.8M organizations.


5. Data Freshness, Coverage Gaps, and Sourcing Strategy

5.1 Freshness by Source

Source Update Frequency Lag from Real-World Change
Dakota Marketplace Daily Days–weeks
iConnections Continuous (user-verified) Days
Form ADV (EDGAR) Within 90 days of fiscal year end; promptly for material changes 30–90 days
BoardEx Daily Days–weeks
P&I Searches & Hires Weekly editorial Days–weeks
Preqin Varies by module; core LP data quarterly 30–90 days
Form 13F (EDGAR) Quarterly 45 days + publication lag
Public pension website rosters Varies; most updated within 30 days of appointment 30–60 days
Form 5500 (DOL) Annual bulk release 12–18 months
IRS Form 990 Annual IRS release 12–18 months
Global SWF Weekly/monthly Weeks
BoardEx (WRDS) Daily Days

5.2 Coverage by Institution Type

Institution Type Best Primary Sources Gap
Large public pensions (>$10B) Dakota, direct scrape, P&I Investment committee members below CIO level
Mid-size public pensions ($1–$10B) Dakota, Preqin, direct scrape Lower contact verification
Small public pensions (<$1B) Form 5500 (Taft-Hartley), direct websites Poor commercial coverage
Corporate DB/DC fiduciaries Form 5500, Dakota Named committee members rarely in any database
University endowments (>$1B) Form 990, Dakota, iConnections Investment committee volunteers
University endowments (<$1B) Form 990 (CIO only) Thin commercial coverage
Private foundations >$1B Form 990, Preqin Investment committee volunteers
Community foundations Form 990 Thin coverage outside top 50
SWFs — OECD/Nordic Global SWF, SWFI, direct websites Depth below CIO level
SWFs — GCC/Asia SWFI, Global SWF Opaque governance; board members rarely public
Family offices >$1B iConnections, Dakota, Form ADV Intentionally opaque; self-selection required
Investment consultants Form ADV Part 2B, Dakota, P&I Individual principal names require commercial DB

5.3 Non-US Coverage

Commercial databases (Dakota, Preqin, eVestment) have deepest coverage for North American institutions. For non-US:

  • UK pension funds: The Pensions Regulator (TPR) publishes scheme return data at tpr.gov.uk. Trustee names are not systematically public but scheme actuaries and auditors are. Commercial: Preqin, LSEG Ownership Data.
  • Canadian pensions (CPPIB, OTPP, OMERS, AIMCo, PSP): All publish annual reports with named CIOs and senior investment staff. No dedicated commercial database; scrape directly.
  • Australian superannuation funds: APRA publishes fund-level data; fund websites publish trustee boards. Commercial: Preqin covers the large supers.
  • European pension funds: Preqin has better European coverage than Dakota. EBA/EIOPA supervising authority data has fund-level but not individual-level disclosure.
  • Sovereign wealth funds globally: Global SWF and SWFI are the dedicated sources; general LP databases have thin coverage for non-OECD SWFs.

5.4 The Contact Verification Problem

All databases wrestle with the same decay rate: investment professionals change roles at approximately 15–20% annually. A database that updates annually has 15%+ stale contact records at any given time. Implications:

  • Dakota’s daily update cadence is a genuine competitive advantage for email/dial accuracy
  • Form 5500 and Form 990 data should never be used for direct outreach without verification — they are directory-building tools, not mail-merge sources
  • iConnections’ LP self-registration model produces the highest email accuracy of any platform because the LP chose to be there and keeps their own profile current
  • P&I Searches & Hires section is worth monitoring as a trigger for outreach — a newly appointed CIO is relationship-building, making the 60–90 day post-hire window an optimal contact window

6. Practical Sourcing Stack by Use Case

6.1 Building a Target List from Scratch (US-focused, $500M+ AUM)

  1. P&I 1000 list (free annual PDF) — generates ~1,000 named US pension funds with CIO names; serves as master universe
  2. Form 990 IRS/ProPublica (free) — adds ~500 endowments and foundations >$500M AUM; CIO names from Part VII compensation table
  3. SEC EDGAR ADV search (free) — adds OCIO providers and multi-family offices; named control persons from Schedule D 7.A
  4. Dakota Marketplace ($16,500/year) — enriches the above with verified contact details, direct dials, investment preferences, consultant coverage

Total coverage: ~2,500–3,000 named institutions with 5,000–10,000 individual contacts across CIO, deputy CIO, and portfolio manager levels.

6.2 Monitoring for Decision-Maker Changes

Priority signals for sales teams:

  1. P&I Searches & Hires (weekly, included in subscription) — CIO appointments within days of announcement
  2. SEC EDGAR ADV amendments (free, daily) — investment adviser personnel changes; monitor via EDGAR RSS feed at https://www.sec.gov/cgi-bin/browse-edgar?action=getcurrent&type=ADV&dateb=&owner=include&count=40&search_text=
  3. Dakota Marketplace alerts (subscription) — personnel change notifications when tracked contacts change roles
  4. LinkedIn Sales Navigator ($1,188–$2,400/year) — job change alerts for tracked contacts; functionally a layer on top of any database for real-time individual tracking

6.3 Reaching Investment Consultant Gatekeepers

Investment consultants are often more important to reach than the pension trustee — the consultant controls the manager search and vets firms before they reach the board. Sourcing approach:

  1. Form ADV Part 2B (free) — download brochure supplements for target consultant firms from EDGAR; each supervised person gets a 2B with name, credentials, employment history
  2. P&I Investment Consultant Survey (free annual PDF at pionline.com) — lists consultant firm principals and client counts
  3. NEPC, Callan, RVK team pages (free, direct website scrape) — most publish named principals by practice area
  4. Dakota Marketplace — 559 investment consultant records with individual contact data

6.4 Taft-Hartley (Multi-Employer) Plan Trustees

This is a specific high-value segment: Taft-Hartley plans (union-employer joint plans covering construction, entertainment, hospitality, healthcare unions) require named co-trustees by law, and those names appear on Form 5500 Schedule C and Schedule R.

Extraction approach:

  1. Download DOL Form 5500 bulk file
  2. Filter for plans with filing code indicating multi-employer plan (PlanType = 2 in the 5500 flat file)
  3. Extract trustees from Schedule C service provider list (service code 28 = trustee; service code 50 = plan administrator)
  4. Cross-reference with union websites for labor co-trustee names (typically local union business managers or fund office directors)

The Taft-Hartley universe comprises ~1,400 active multi-employer DB plans (as of 2024 DOL data) with combined assets >$400B — a significant underserved segment in most commercial LP databases.


7. Cost Summary

Source Annual Cost Contact Records Best For
Form 5500 (DOL EFAST2) Free ~750K plan filings; named individuals vary Corporate pension fiduciaries, Taft-Hartley trustees
SEC EDGAR (Form ADV, 13F) Free ~15K adviser firms; individual 2Bs available Consultant personnel, registered family offices
IRS Form 990 via ProPublica Free ~1.8M orgs; Part VII officers listed Endowment and foundation CIOs
Public pension direct scrape Free ~300 large public pensions Public pension trustees, investment staff
ProPublica Nonprofit Explorer API Free Same as above Endowment officers via EIN lookup
Global SWF (starter) ~$2,000–$5,000 400+ SWF/PPF institutions SWF and large global public pensions
SWFI $299–$999/month ~400 SWFs Non-OECD SWF intelligence
P&I Research Center $5,000–$15,000 ~1,000 US funds with CIO names US pension fund CIO roster
PipelineRoad (paid) $3,000–$10,000 LP universe aggregated from public sources Budget LP database with mandate matching
sec-api.io (professional) $1,788/year EDGAR structured API ADV Schedule D extraction at scale
Dakota Marketplace $16,500 + $1,000/seat 233K accounts, 749K contacts North American allocator sales intelligence
iConnections (GP membership) ~$15,000–$50,000 ~3,000–5,000 verified active LPs Verified alternatives-focused LP contacts
Preqin $12,000–$81,000 120,000+ LP profiles LP allocation history, mandate tracking
PitchBook $20,000–$70,000 200,000+ institutions Combined LP + deal database
BoardEx / LSEG (via WRDS) $5,000–$15,000 (WRDS) 1.7M executives Board member relationship mapping
Backstop Data Solutions $10,000–$30,000 (add-on) Network-sourced LP contacts Backstop CRM users
eVestment $20,000–$60,000 Manager search intent signals Intent-based LP targeting

CAN-SPAM / CASL / GDPR: Contacts sourced from public filings are not automatically opt-in for commercial email. Form 5500 plan administrator addresses are business addresses for plan administration purposes — using them for unsolicited sales email is legally ambiguous and practically inadvisable (addresses often route to HR/benefits, not investment).

GDPR for EU/UK contacts: Any contact data for EU-based SWF or pension board members (including UK post-Brexit) requires a lawful basis under GDPR Article 6. B2B legitimate interest is available but requires a balancing test. Commercial database providers (Preqin, BoardEx, iConnections) maintain their own GDPR compliance frameworks — verify data processing agreements before exporting EU contact records.

Consultant protocol: Many investment consultants prohibit managers from directly contacting their pension clients. Reaching the trustee directly, bypassing the consultant relationship, is sometimes a relationship risk. Know whether a target pension is consultant-advised before direct outreach.

Form ADV Part 2B legal context: The Part 2B is filed with regulators and given to clients — it is a public document. Using it to identify investment professional names and employment histories is legal and common practice.


Sources